Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 52 |
| Missing cells | 561 |
| Missing cells (%) | 46.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.5 KiB |
| Average record size in memory | 186.5 B |
Variable types
| Numeric | 18 |
|---|---|
| Unsupported | 4 |
| Categorical | 1 |
Sugarcane and products has constant value "0.0" | Constant |
Year is highly overall correlated with Natural gas and 8 other fields | High correlation |
Oil is highly overall correlated with Coal and 4 other fields | High correlation |
Natural gas is highly overall correlated with Year and 7 other fields | High correlation |
Coal is highly overall correlated with Year and 10 other fields | High correlation |
Total Primaries is highly overall correlated with Oil and 1 other fields | High correlation |
Electricity is highly overall correlated with Year and 7 other fields | High correlation |
LPG is highly overall correlated with Coal and 3 other fields | High correlation |
Kerosene/jet fuel is highly overall correlated with Non-energy | High correlation |
Diesel oil is highly overall correlated with LPG and 1 other fields | High correlation |
Fuel oil is highly overall correlated with Diesel oil | High correlation |
Coke is highly overall correlated with Year and 6 other fields | High correlation |
Charcoal is highly overall correlated with Year and 8 other fields | High correlation |
Gases is highly overall correlated with Natural gas and 3 other fields | High correlation |
Other secondary is highly overall correlated with Year and 6 other fields | High correlation |
Non-energy is highly overall correlated with Year and 8 other fields | High correlation |
Total Secundaries is highly overall correlated with Year and 8 other fields | High correlation |
Total is highly overall correlated with Year and 7 other fields | High correlation |
Oil has 26 (50.0%) missing values | Missing |
Natural gas has 24 (46.2%) missing values | Missing |
Coal has 6 (11.5%) missing values | Missing |
Hydroenergy has 52 (100.0%) missing values | Missing |
Nuclear has 52 (100.0%) missing values | Missing |
Firewood has 52 (100.0%) missing values | Missing |
Sugarcane and products has 47 (90.4%) missing values | Missing |
Other Primary_x000d_ has 52 (100.0%) missing values | Missing |
Total Primaries has 2 (3.8%) missing values | Missing |
LPG has 38 (73.1%) missing values | Missing |
Kerosene/jet fuel has 45 (86.5%) missing values | Missing |
Diesel oil has 40 (76.9%) missing values | Missing |
Fuel oil has 40 (76.9%) missing values | Missing |
Coke has 4 (7.7%) missing values | Missing |
Charcoal has 1 (1.9%) missing values | Missing |
Gases has 15 (28.8%) missing values | Missing |
Other secondary has 28 (53.8%) missing values | Missing |
Non-energy has 37 (71.2%) missing values | Missing |
Year is uniformly distributed | Uniform |
Year has unique values | Unique |
Electricity has unique values | Unique |
Total Secundaries has unique values | Unique |
Total has unique values | Unique |
Hydroenergy is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Nuclear is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Firewood is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Other Primary_x000d_ is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Gases has 1 (1.9%) zeros | Zeros |
Reproduction
| Analysis started | 2023-07-30 07:43:41.904368 |
|---|---|
| Analysis finished | 2023-07-30 07:45:04.395054 |
| Duration | 1 minute and 22.49 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Year
Real number (ℝ)
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1995.5 |
| Minimum | 1970 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 1970 |
|---|---|
| 5-th percentile | 1972.55 |
| Q1 | 1982.75 |
| median | 1995.5 |
| Q3 | 2008.25 |
| 95-th percentile | 2018.45 |
| Maximum | 2021 |
| Range | 51 |
| Interquartile range (IQR) | 25.5 |
Descriptive statistics
| Standard deviation | 15.154757 |
|---|---|
| Coefficient of variation (CV) | 0.0075944662 |
| Kurtosis | -1.2 |
| Mean | 1995.5 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0 |
| Sum | 103766 |
| Variance | 229.66667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1970 | 1 | 1.9% |
| 1971 | 1 | 1.9% |
| 1998 | 1 | 1.9% |
| 1999 | 1 | 1.9% |
| 2000 | 1 | 1.9% |
| 2001 | 1 | 1.9% |
| 2002 | 1 | 1.9% |
| 2003 | 1 | 1.9% |
| 2004 | 1 | 1.9% |
| 2005 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 1970 | 1 | |
| 1971 | 1 | |
| 1972 | 1 | |
| 1973 | 1 | |
| 1974 | 1 | |
| 1975 | 1 | |
| 1976 | 1 | |
| 1977 | 1 | |
| 1978 | 1 | |
| 1979 | 1 |
| Value | Count | Frequency (%) |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 | |
| 2012 | 1 |
Oil
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 26 |
| Missing (%) | 50.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202.66231 |
| Minimum | 0.04 |
|---|---|
| Maximum | 336.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 0.04 |
|---|---|
| 5-th percentile | 41.81 |
| Q1 | 129.4525 |
| median | 240.575 |
| Q3 | 275.9475 |
| 95-th percentile | 314.5 |
| Maximum | 336.25 |
| Range | 336.21 |
| Interquartile range (IQR) | 146.495 |
Descriptive statistics
| Standard deviation | 99.1504 |
|---|---|
| Coefficient of variation (CV) | 0.48923947 |
| Kurtosis | -0.91431756 |
| Mean | 202.66231 |
| Median Absolute Deviation (MAD) | 52.2 |
| Skewness | -0.65919191 |
| Sum | 5269.22 |
| Variance | 9830.8018 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 127.54 | 1 | 1.9% |
| 275.64 | 1 | 1.9% |
| 72.63 | 1 | 1.9% |
| 54.47 | 1 | 1.9% |
| 80.68 | 1 | 1.9% |
| 37.59 | 1 | 1.9% |
| 336.25 | 1 | 1.9% |
| 64.81 | 1 | 1.9% |
| 318.27 | 1 | 1.9% |
| 303.19 | 1 | 1.9% |
| Other values (16) | 16 | |
| (Missing) | 26 |
| Value | Count | Frequency (%) |
| 0.04 | 1 | |
| 37.59 | 1 | |
| 54.47 | 1 | |
| 64.81 | 1 | |
| 72.63 | 1 | |
| 80.68 | 1 | |
| 127.54 | 1 | |
| 135.19 | 1 | |
| 160.92 | 1 | |
| 192.59 | 1 |
| Value | Count | Frequency (%) |
| 336.25 | 1 | |
| 318.27 | 1 | |
| 303.19 | 1 | |
| 296.99 | 1 | |
| 283.06 | 1 | |
| 278.05 | 1 | |
| 276.05 | 1 | |
| 275.64 | 1 | |
| 271.67 | 1 | |
| 268.27 | 1 |
Natural gas
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 24 |
| Missing (%) | 46.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 258.365 |
| Minimum | 50.09 |
|---|---|
| Maximum | 463.29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 50.09 |
|---|---|
| 5-th percentile | 74.0185 |
| Q1 | 124.8075 |
| median | 249.92 |
| Q3 | 389.8375 |
| 95-th percentile | 448.4265 |
| Maximum | 463.29 |
| Range | 413.2 |
| Interquartile range (IQR) | 265.03 |
Descriptive statistics
| Standard deviation | 137.4872 |
|---|---|
| Coefficient of variation (CV) | 0.53214328 |
| Kurtosis | -1.6070805 |
| Mean | 258.365 |
| Median Absolute Deviation (MAD) | 134.85 |
| Skewness | 0.014100355 |
| Sum | 7234.22 |
| Variance | 18902.73 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 132.84 | 1 | 1.9% |
| 406.85 | 1 | 1.9% |
| 398.41 | 1 | 1.9% |
| 386.98 | 1 | 1.9% |
| 384.32 | 1 | 1.9% |
| 385.56 | 1 | 1.9% |
| 463.29 | 1 | 1.9% |
| 457.25 | 1 | 1.9% |
| 402.35 | 1 | 1.9% |
| 335.26 | 1 | 1.9% |
| Other values (18) | 18 | |
| (Missing) | 24 |
| Value | Count | Frequency (%) |
| 50.09 | 1 | |
| 70.9 | 1 | |
| 79.81 | 1 | |
| 107.43 | 1 | |
| 114.62 | 1 | |
| 118.49 | 1 | |
| 121.11 | 1 | |
| 126.04 | 1 | |
| 132.84 | 1 | |
| 139.54 | 1 |
| Value | Count | Frequency (%) |
| 463.29 | 1 | |
| 457.25 | 1 | |
| 432.04 | 1 | |
| 408.78 | 1 | |
| 406.85 | 1 | |
| 402.35 | 1 | |
| 398.41 | 1 | |
| 386.98 | 1 | |
| 385.56 | 1 | |
| 384.32 | 1 |
Coal
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 45 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 6 |
| Missing (%) | 11.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.52065 |
| Minimum | 1.14 |
|---|---|
| Maximum | 562.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 1.14 |
|---|---|
| 5-th percentile | 10.925 |
| Q1 | 37.9425 |
| median | 81.935 |
| Q3 | 147.045 |
| 95-th percentile | 274.725 |
| Maximum | 562.35 |
| Range | 561.21 |
| Interquartile range (IQR) | 109.1025 |
Descriptive statistics
| Standard deviation | 100.84414 |
|---|---|
| Coefficient of variation (CV) | 0.95568151 |
| Kurtosis | 8.5172128 |
| Mean | 105.52065 |
| Median Absolute Deviation (MAD) | 49.865 |
| Skewness | 2.4029973 |
| Sum | 4853.95 |
| Variance | 10169.54 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 17.9 | 2 | 3.8% |
| 96.77 | 1 | 1.9% |
| 107.52 | 1 | 1.9% |
| 108.6 | 1 | 1.9% |
| 35.38 | 1 | 1.9% |
| 161.48 | 1 | 1.9% |
| 71.83 | 1 | 1.9% |
| 87.11 | 1 | 1.9% |
| 34.47 | 1 | 1.9% |
| 16.57 | 1 | 1.9% |
| Other values (35) | 35 | |
| (Missing) | 6 | 11.5% |
| Value | Count | Frequency (%) |
| 1.14 | 1 | |
| 10.51 | 1 | |
| 10.68 | 1 | |
| 11.66 | 1 | |
| 11.99 | 1 | |
| 16.57 | 1 | |
| 17.9 | 2 | |
| 29.53 | 1 | |
| 31.47 | 1 | |
| 34.47 | 1 |
| Value | Count | Frequency (%) |
| 562.35 | 1 | |
| 308.95 | 1 | |
| 280.64 | 1 | |
| 256.98 | 1 | |
| 217.19 | 1 | |
| 183.15 | 1 | |
| 163.23 | 1 | |
| 161.48 | 1 | |
| 158.2 | 1 | |
| 157.7 | 1 |
Hydroenergy
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Nuclear
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Firewood
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Sugarcane and products
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 47 |
| Missing (%) | 90.4% |
| Memory size | 548.0 B |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 15 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 5 | 9.6% |
| (Missing) | 47 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 5 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10 | |
| . | 5 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10 | |
| Other Punctuation | 5 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 10 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 15 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 10 | |
| . | 5 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 10 | |
| . | 5 |
Other Primary_x000d_
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Total Primaries
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 3.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 347.1474 |
| Minimum | 91.11 |
|---|---|
| Maximum | 840.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 91.11 |
|---|---|
| 5-th percentile | 141.741 |
| Q1 | 250.6875 |
| median | 353.535 |
| Q3 | 452.3175 |
| 95-th percentile | 538.9415 |
| Maximum | 840.4 |
| Range | 749.29 |
| Interquartile range (IQR) | 201.63 |
Descriptive statistics
| Standard deviation | 140.52607 |
|---|---|
| Coefficient of variation (CV) | 0.40480232 |
| Kurtosis | 1.6820752 |
| Mean | 347.1474 |
| Median Absolute Deviation (MAD) | 101.52 |
| Skewness | 0.65145204 |
| Sum | 17357.37 |
| Variance | 19747.577 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 173.17 | 1 | 1.9% |
| 195.56 | 1 | 1.9% |
| 211.39 | 1 | 1.9% |
| 331.68 | 1 | 1.9% |
| 319.61 | 1 | 1.9% |
| 384.09 | 1 | 1.9% |
| 360.15 | 1 | 1.9% |
| 396.87 | 1 | 1.9% |
| 345.4 | 1 | 1.9% |
| 152.96 | 1 | 1.9% |
| Other values (40) | 40 | |
| (Missing) | 2 | 3.8% |
| Value | Count | Frequency (%) |
| 91.11 | 1 | |
| 124 | 1 | |
| 132.84 | 1 | |
| 152.62 | 1 | |
| 152.96 | 1 | |
| 173.17 | 1 | |
| 182.66 | 1 | |
| 195.56 | 1 | |
| 211.39 | 1 | |
| 211.86 | 1 |
| Value | Count | Frequency (%) |
| 840.4 | 1 | |
| 585 | 1 | |
| 548.9 | 1 | |
| 526.77 | 1 | |
| 475.28 | 1 | |
| 467.94 | 1 | |
| 466.21 | 1 | |
| 461.57 | 1 | |
| 460.89 | 1 | |
| 459.69 | 1 |
Electricity
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4286.8538 |
| Minimum | 520.44 |
|---|---|
| Maximum | 9299.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 520.44 |
|---|---|
| 5-th percentile | 660.1605 |
| Q1 | 1572.1425 |
| median | 4137.74 |
| Q3 | 6670.715 |
| 95-th percentile | 8717.2435 |
| Maximum | 9299.56 |
| Range | 8779.12 |
| Interquartile range (IQR) | 5098.5725 |
Descriptive statistics
| Standard deviation | 2830.231 |
|---|---|
| Coefficient of variation (CV) | 0.66021169 |
| Kurtosis | -1.2959729 |
| Mean | 4286.8538 |
| Median Absolute Deviation (MAD) | 2569.725 |
| Skewness | 0.275774 |
| Sum | 222916.4 |
| Variance | 8010207.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 520.44 | 1 | 1.9% |
| 578.38 | 1 | 1.9% |
| 4641.74 | 1 | 1.9% |
| 5065.44 | 1 | 1.9% |
| 5296.25 | 1 | 1.9% |
| 4868.06 | 1 | 1.9% |
| 4963.94 | 1 | 1.9% |
| 5164.73 | 1 | 1.9% |
| 5599.47 | 1 | 1.9% |
| 5691.06 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 520.44 | 1 | |
| 578.38 | 1 | |
| 627.21 | 1 | |
| 687.12 | 1 | |
| 721.68 | 1 | |
| 785.64 | 1 | |
| 928.69 | 1 | |
| 1035.89 | 1 | |
| 1165.95 | 1 | |
| 1349.14 | 1 |
| Value | Count | Frequency (%) |
| 9299.56 | 1 | |
| 9074.55 | 1 | |
| 9063.1 | 1 | |
| 8434.27 | 1 | |
| 8404.75 | 1 | |
| 8374.41 | 1 | |
| 8119.65 | 1 | |
| 8058.18 | 1 | |
| 8016.99 | 1 | |
| 8008.55 | 1 |
LPG
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 13 |
|---|---|
| Distinct (%) | 92.9% |
| Missing | 38 |
| Missing (%) | 73.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.705714 |
| Minimum | 1.25 |
|---|---|
| Maximum | 57 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 1.25 |
|---|---|
| 5-th percentile | 4.396 |
| Q1 | 14.725 |
| median | 30.47 |
| Q3 | 35.6775 |
| 95-th percentile | 44.0065 |
| Maximum | 57 |
| Range | 55.75 |
| Interquartile range (IQR) | 20.9525 |
Descriptive statistics
| Standard deviation | 15.028709 |
|---|---|
| Coefficient of variation (CV) | 0.56275255 |
| Kurtosis | 0.024297627 |
| Mean | 26.705714 |
| Median Absolute Deviation (MAD) | 6.49 |
| Skewness | -0.056428059 |
| Sum | 373.88 |
| Variance | 225.86209 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 30.47 | 2 | 3.8% |
| 21.58 | 1 | 1.9% |
| 57 | 1 | 1.9% |
| 30 | 1 | 1.9% |
| 31.8 | 1 | 1.9% |
| 33 | 1 | 1.9% |
| 1.25 | 1 | 1.9% |
| 12.44 | 1 | 1.9% |
| 37.01 | 1 | 1.9% |
| 36.91 | 1 | 1.9% |
| Other values (3) | 3 | 5.8% |
| (Missing) | 38 |
| Value | Count | Frequency (%) |
| 1.25 | 1 | |
| 6.09 | 1 | |
| 9.29 | 1 | |
| 12.44 | 1 | |
| 21.58 | 1 | |
| 30 | 1 | |
| 30.47 | 2 | |
| 31.8 | 1 | |
| 33 | 1 | |
| 36.57 | 1 |
| Value | Count | Frequency (%) |
| 57 | 1 | |
| 37.01 | 1 | |
| 36.91 | 1 | |
| 36.57 | 1 | |
| 33 | 1 | |
| 31.8 | 1 | |
| 30.47 | 2 | |
| 30 | 1 | |
| 21.58 | 1 | |
| 12.44 | 1 |
Gasoline/alcohol
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.449231 |
| Minimum | 5.3 |
|---|---|
| Maximum | 187.54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 5.3 |
|---|---|
| 5-th percentile | 6.2865 |
| Q1 | 45.76 |
| median | 78.885 |
| Q3 | 120.01 |
| 95-th percentile | 165.5575 |
| Maximum | 187.54 |
| Range | 182.24 |
| Interquartile range (IQR) | 74.25 |
Descriptive statistics
| Standard deviation | 52.533847 |
|---|---|
| Coefficient of variation (CV) | 0.66122537 |
| Kurtosis | -0.88184264 |
| Mean | 79.449231 |
| Median Absolute Deviation (MAD) | 37.105 |
| Skewness | 0.2116337 |
| Sum | 4131.36 |
| Variance | 2759.8051 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.3 | 2 | 3.8% |
| 6.27 | 1 | 1.9% |
| 162.61 | 1 | 1.9% |
| 119.11 | 1 | 1.9% |
| 9.08 | 1 | 1.9% |
| 84.81 | 1 | 1.9% |
| 187.54 | 1 | 1.9% |
| 75.62 | 1 | 1.9% |
| 87.28 | 1 | 1.9% |
| 45.28 | 1 | 1.9% |
| Other values (41) | 41 |
| Value | Count | Frequency (%) |
| 5.3 | 1 | |
| 5.78 | 1 | |
| 6.27 | 1 | |
| 6.3 | 2 | |
| 6.34 | 1 | |
| 6.82 | 1 | |
| 9.08 | 1 | |
| 13.27 | 1 | |
| 14.01 | 1 | |
| 15.57 | 1 |
| Value | Count | Frequency (%) |
| 187.54 | 1 | |
| 180.27 | 1 | |
| 169.16 | 1 | |
| 162.61 | 1 | |
| 157.89 | 1 | |
| 154.66 | 1 | |
| 154.22 | 1 | |
| 137.57 | 1 | |
| 133.71 | 1 | |
| 132.25 | 1 |
Kerosene/jet fuel
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 7 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 45 |
| Missing (%) | 86.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.792857 |
| Minimum | 8.2 |
|---|---|
| Maximum | 26.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 8.2 |
|---|---|
| 5-th percentile | 8.869 |
| Q1 | 11.3 |
| median | 13.04 |
| Q3 | 16.385 |
| 95-th percentile | 23.778 |
| Maximum | 26.94 |
| Range | 18.74 |
| Interquartile range (IQR) | 5.085 |
Descriptive statistics
| Standard deviation | 6.1247523 |
|---|---|
| Coefficient of variation (CV) | 0.41403444 |
| Kurtosis | 2.589981 |
| Mean | 14.792857 |
| Median Absolute Deviation (MAD) | 3.33 |
| Skewness | 1.429302 |
| Sum | 103.55 |
| Variance | 37.51259 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 26.94 | 1 | 1.9% |
| 10.43 | 1 | 1.9% |
| 12.17 | 1 | 1.9% |
| 13.04 | 1 | 1.9% |
| 16.37 | 1 | 1.9% |
| 16.4 | 1 | 1.9% |
| 8.2 | 1 | 1.9% |
| (Missing) | 45 |
| Value | Count | Frequency (%) |
| 8.2 | 1 | |
| 10.43 | 1 | |
| 12.17 | 1 | |
| 13.04 | 1 | |
| 16.37 | 1 | |
| 16.4 | 1 | |
| 26.94 | 1 |
| Value | Count | Frequency (%) |
| 26.94 | 1 | |
| 16.4 | 1 | |
| 16.37 | 1 | |
| 13.04 | 1 | |
| 12.17 | 1 | |
| 10.43 | 1 | |
| 8.2 | 1 |
Diesel oil
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 10 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 40 |
| Missing (%) | 76.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.1725 |
| Minimum | 3.64 |
|---|---|
| Maximum | 142.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 3.64 |
|---|---|
| 5-th percentile | 5.8235 |
| Q1 | 8.2475 |
| median | 19.78 |
| Q3 | 43.255 |
| 95-th percentile | 139.7185 |
| Maximum | 142.76 |
| Range | 139.12 |
| Interquartile range (IQR) | 35.0075 |
Descriptive statistics
| Standard deviation | 49.868159 |
|---|---|
| Coefficient of variation (CV) | 1.2112007 |
| Kurtosis | 1.0544678 |
| Mean | 41.1725 |
| Median Absolute Deviation (MAD) | 12.17 |
| Skewness | 1.54487 |
| Sum | 494.07 |
| Variance | 2486.8333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 13.53 | 2 | 3.8% |
| 7.61 | 2 | 3.8% |
| 73.6 | 1 | 1.9% |
| 26.03 | 1 | 1.9% |
| 26.93 | 1 | 1.9% |
| 137.23 | 1 | 1.9% |
| 142.76 | 1 | 1.9% |
| 8.46 | 1 | 1.9% |
| 3.64 | 1 | 1.9% |
| 33.14 | 1 | 1.9% |
| (Missing) | 40 |
| Value | Count | Frequency (%) |
| 3.64 | 1 | |
| 7.61 | 2 | |
| 8.46 | 1 | |
| 13.53 | 2 | |
| 26.03 | 1 | |
| 26.93 | 1 | |
| 33.14 | 1 | |
| 73.6 | 1 | |
| 137.23 | 1 | |
| 142.76 | 1 |
| Value | Count | Frequency (%) |
| 142.76 | 1 | |
| 137.23 | 1 | |
| 73.6 | 1 | |
| 33.14 | 1 | |
| 26.93 | 1 | |
| 26.03 | 1 | |
| 13.53 | 2 | |
| 8.46 | 1 | |
| 7.61 | 2 | |
| 3.64 | 1 |
Fuel oil
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 11 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 40 |
| Missing (%) | 76.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.985833 |
| Minimum | 4.78 |
|---|---|
| Maximum | 68.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 4.78 |
|---|---|
| 5-th percentile | 7.4915 |
| Q1 | 10.8975 |
| median | 20.245 |
| Q3 | 60.0125 |
| 95-th percentile | 64.884 |
| Maximum | 68.25 |
| Range | 63.47 |
| Interquartile range (IQR) | 49.115 |
Descriptive statistics
| Standard deviation | 24.263721 |
|---|---|
| Coefficient of variation (CV) | 0.78305851 |
| Kurtosis | -1.5443319 |
| Mean | 30.985833 |
| Median Absolute Deviation (MAD) | 10.29 |
| Skewness | 0.65194444 |
| Sum | 371.83 |
| Variance | 588.72814 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 20.09 | 2 | 3.8% |
| 20.4 | 1 | 1.9% |
| 10.2 | 1 | 1.9% |
| 11.13 | 1 | 1.9% |
| 62.13 | 1 | 1.9% |
| 61.67 | 1 | 1.9% |
| 59.46 | 1 | 1.9% |
| 9.71 | 1 | 1.9% |
| 4.78 | 1 | 1.9% |
| 23.92 | 1 | 1.9% |
| (Missing) | 40 |
| Value | Count | Frequency (%) |
| 4.78 | 1 | |
| 9.71 | 1 | |
| 10.2 | 1 | |
| 11.13 | 1 | |
| 20.09 | 2 | |
| 20.4 | 1 | |
| 23.92 | 1 | |
| 59.46 | 1 | |
| 61.67 | 1 | |
| 62.13 | 1 |
| Value | Count | Frequency (%) |
| 68.25 | 1 | |
| 62.13 | 1 | |
| 61.67 | 1 | |
| 59.46 | 1 | |
| 23.92 | 1 | |
| 20.4 | 1 | |
| 20.09 | 2 | |
| 11.13 | 1 | |
| 10.2 | 1 | |
| 9.71 | 1 |
Coke
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 44 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 4 |
| Missing (%) | 7.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.859583 |
| Minimum | 3.47 |
|---|---|
| Maximum | 151.74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 3.47 |
|---|---|
| 5-th percentile | 5.7515 |
| Q1 | 20.2775 |
| median | 34.205 |
| Q3 | 70.14 |
| 95-th percentile | 122.701 |
| Maximum | 151.74 |
| Range | 148.27 |
| Interquartile range (IQR) | 49.8625 |
Descriptive statistics
| Standard deviation | 39.370773 |
|---|---|
| Coefficient of variation (CV) | 0.80579429 |
| Kurtosis | -0.054637336 |
| Mean | 48.859583 |
| Median Absolute Deviation (MAD) | 23.195 |
| Skewness | 0.93774215 |
| Sum | 2345.26 |
| Variance | 1550.0578 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 41.3 | 2 | 3.8% |
| 32.61 | 2 | 3.8% |
| 6.88 | 2 | 3.8% |
| 10.32 | 2 | 3.8% |
| 11.7 | 1 | 1.9% |
| 68.12 | 1 | 1.9% |
| 25.28 | 1 | 1.9% |
| 3.47 | 1 | 1.9% |
| 7.02 | 1 | 1.9% |
| 21.07 | 1 | 1.9% |
| Other values (34) | 34 | |
| (Missing) | 4 | 7.7% |
| Value | Count | Frequency (%) |
| 3.47 | 1 | |
| 4.82 | 1 | |
| 5.51 | 1 | |
| 6.2 | 1 | |
| 6.88 | 2 | |
| 7.02 | 1 | |
| 10.32 | 2 | |
| 11.7 | 1 | |
| 13.1 | 1 | |
| 17.9 | 1 |
| Value | Count | Frequency (%) |
| 151.74 | 1 | |
| 135.19 | 1 | |
| 124.15 | 1 | |
| 120.01 | 1 | |
| 115.18 | 1 | |
| 105.46 | 1 | |
| 102.68 | 1 | |
| 96.56 | 1 | |
| 93.11 | 1 | |
| 91.73 | 1 |
Charcoal
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 51 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 218.28804 |
| Minimum | 52.81 |
|---|---|
| Maximum | 410.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 52.81 |
|---|---|
| 5-th percentile | 57.545 |
| Q1 | 144.505 |
| median | 186.94 |
| Q3 | 319.32 |
| 95-th percentile | 370.01 |
| Maximum | 410.05 |
| Range | 357.24 |
| Interquartile range (IQR) | 174.815 |
Descriptive statistics
| Standard deviation | 107.77102 |
|---|---|
| Coefficient of variation (CV) | 0.49371013 |
| Kurtosis | -1.20375 |
| Mean | 218.28804 |
| Median Absolute Deviation (MAD) | 108.68 |
| Skewness | 0.045650553 |
| Sum | 11132.69 |
| Variance | 11614.592 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 176.93 | 1 | 1.9% |
| 201.47 | 1 | 1.9% |
| 142.67 | 1 | 1.9% |
| 169.03 | 1 | 1.9% |
| 184.59 | 1 | 1.9% |
| 149.93 | 1 | 1.9% |
| 146.34 | 1 | 1.9% |
| 172.3 | 1 | 1.9% |
| 177.44 | 1 | 1.9% |
| 181.27 | 1 | 1.9% |
| Other values (41) | 41 |
| Value | Count | Frequency (%) |
| 52.81 | 1 | |
| 54.64 | 1 | |
| 57.23 | 1 | |
| 57.86 | 1 | |
| 58.37 | 1 | |
| 59.01 | 1 | |
| 59.19 | 1 | |
| 61.97 | 1 | |
| 118.81 | 1 | |
| 119.38 | 1 |
| Value | Count | Frequency (%) |
| 410.05 | 1 | |
| 395.84 | 1 | |
| 371.3 | 1 | |
| 368.72 | 1 | |
| 362.1 | 1 | |
| 355.8 | 1 | |
| 352.57 | 1 | |
| 348.05 | 1 | |
| 342.89 | 1 | |
| 340.31 | 1 |
Gases
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 37 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 15 |
| Missing (%) | 28.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.533243 |
| Minimum | -0 |
|---|---|
| Maximum | 33.9 |
| Zeros | 1 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -0 |
|---|---|
| 5-th percentile | 7.894 |
| Q1 | 15.31 |
| median | 24.58 |
| Q3 | 27.76 |
| 95-th percentile | 31.148 |
| Maximum | 33.9 |
| Range | 33.9 |
| Interquartile range (IQR) | 12.45 |
Descriptive statistics
| Standard deviation | 8.5392135 |
|---|---|
| Coefficient of variation (CV) | 0.39655956 |
| Kurtosis | -0.31047394 |
| Mean | 21.533243 |
| Median Absolute Deviation (MAD) | 4.78 |
| Skewness | -0.7896848 |
| Sum | 796.73 |
| Variance | 72.918167 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 18.59 | 1 | 1.9% |
| 15.19 | 1 | 1.9% |
| 23.7 | 1 | 1.9% |
| 29.89 | 1 | 1.9% |
| 33.9 | 1 | 1.9% |
| 26.32 | 1 | 1.9% |
| 27.04 | 1 | 1.9% |
| 25.59 | 1 | 1.9% |
| 12.91 | 1 | 1.9% |
| 11.4 | 1 | 1.9% |
| Other values (27) | 27 | |
| (Missing) | 15 |
| Value | Count | Frequency (%) |
| -0 | 1 | |
| 5.03 | 1 | |
| 8.61 | 1 | |
| 9.03 | 1 | |
| 9.12 | 1 | |
| 9.34 | 1 | |
| 11.4 | 1 | |
| 12.91 | 1 | |
| 15.19 | 1 | |
| 15.31 | 1 |
| Value | Count | Frequency (%) |
| 33.9 | 1 | |
| 31.54 | 1 | |
| 31.05 | 1 | |
| 30.5 | 1 | |
| 29.89 | 1 | |
| 29.36 | 1 | |
| 29.18 | 1 | |
| 28.61 | 1 | |
| 28.32 | 1 | |
| 27.76 | 1 |
Other secondary
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 21 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 28 |
| Missing (%) | 53.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.067917 |
| Minimum | 2.56 |
|---|---|
| Maximum | 129.27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 2.56 |
|---|---|
| 5-th percentile | 7.9085 |
| Q1 | 36.3 |
| median | 60.5 |
| Q3 | 95.79 |
| 95-th percentile | 108.014 |
| Maximum | 129.27 |
| Range | 126.71 |
| Interquartile range (IQR) | 59.49 |
Descriptive statistics
| Standard deviation | 35.486907 |
|---|---|
| Coefficient of variation (CV) | 0.56267765 |
| Kurtosis | -1.0054125 |
| Mean | 63.067917 |
| Median Absolute Deviation (MAD) | 29.955 |
| Skewness | -0.12091721 |
| Sum | 1513.63 |
| Variance | 1259.3206 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 95.79 | 3 | 5.8% |
| 14.36 | 2 | 3.8% |
| 53.33 | 1 | 1.9% |
| 6.77 | 1 | 1.9% |
| 110.15 | 1 | 1.9% |
| 84.02 | 1 | 1.9% |
| 129.27 | 1 | 1.9% |
| 84.41 | 1 | 1.9% |
| 95.91 | 1 | 1.9% |
| 89.58 | 1 | 1.9% |
| Other values (11) | 11 | 21.2% |
| (Missing) | 28 |
| Value | Count | Frequency (%) |
| 2.56 | 1 | |
| 6.77 | 1 | |
| 14.36 | 2 | |
| 29.67 | 1 | |
| 35.79 | 1 | |
| 36.47 | 1 | |
| 40.16 | 1 | |
| 45.19 | 1 | |
| 53.33 | 1 | |
| 57.66 | 1 |
| Value | Count | Frequency (%) |
| 129.27 | 1 | 1.9% |
| 110.15 | 1 | 1.9% |
| 95.91 | 1 | 1.9% |
| 95.81 | 1 | 1.9% |
| 95.79 | 3 | |
| 89.58 | 1 | 1.9% |
| 84.41 | 1 | 1.9% |
| 84.02 | 1 | 1.9% |
| 79.79 | 1 | 1.9% |
| 61.17 | 1 | 1.9% |
Non-energy
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 13 |
|---|---|
| Distinct (%) | 86.7% |
| Missing | 37 |
| Missing (%) | 71.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.27 |
| Minimum | 1.07 |
|---|---|
| Maximum | 107.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 1.07 |
|---|---|
| 5-th percentile | 3.597 |
| Q1 | 12.52 |
| median | 20.59 |
| Q3 | 32.475 |
| 95-th percentile | 76.468 |
| Maximum | 107.73 |
| Range | 106.66 |
| Interquartile range (IQR) | 19.955 |
Descriptive statistics
| Standard deviation | 27.254348 |
|---|---|
| Coefficient of variation (CV) | 0.99942605 |
| Kurtosis | 5.1367574 |
| Mean | 27.27 |
| Median Absolute Deviation (MAD) | 11.73 |
| Skewness | 2.1050871 |
| Sum | 409.05 |
| Variance | 742.7995 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 4.68 | 2 | 3.8% |
| 36.68 | 2 | 3.8% |
| 16.87 | 1 | 1.9% |
| 16.18 | 1 | 1.9% |
| 17.07 | 1 | 1.9% |
| 21.25 | 1 | 1.9% |
| 20.59 | 1 | 1.9% |
| 8.86 | 1 | 1.9% |
| 28.27 | 1 | 1.9% |
| 1.07 | 1 | 1.9% |
| Other values (3) | 3 | 5.8% |
| (Missing) | 37 |
| Value | Count | Frequency (%) |
| 1.07 | 1 | |
| 4.68 | 2 | |
| 8.86 | 1 | |
| 16.18 | 1 | |
| 16.87 | 1 | |
| 17.07 | 1 | |
| 20.59 | 1 | |
| 21.25 | 1 | |
| 25.37 | 1 | |
| 28.27 | 1 |
| Value | Count | Frequency (%) |
| 107.73 | 1 | |
| 63.07 | 1 | |
| 36.68 | 2 | |
| 28.27 | 1 | |
| 25.37 | 1 | |
| 21.25 | 1 | |
| 20.59 | 1 | |
| 17.07 | 1 | |
| 16.87 | 1 | |
| 16.18 | 1 |
Total Secundaries
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4703.6233 |
| Minimum | 756.03 |
|---|---|
| Maximum | 9456.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 756.03 |
|---|---|
| 5-th percentile | 981.722 |
| Q1 | 2043.5925 |
| median | 4730.34 |
| Q3 | 7172.8975 |
| 95-th percentile | 8904.4085 |
| Maximum | 9456.1 |
| Range | 8700.07 |
| Interquartile range (IQR) | 5129.305 |
Descriptive statistics
| Standard deviation | 2754.96 |
|---|---|
| Coefficient of variation (CV) | 0.58571017 |
| Kurtosis | -1.3247071 |
| Mean | 4703.6233 |
| Median Absolute Deviation (MAD) | 2696.365 |
| Skewness | 0.20204906 |
| Sum | 244588.41 |
| Variance | 7589804.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 756.03 | 1 | 1.9% |
| 842.27 | 1 | 1.9% |
| 5300.26 | 1 | 1.9% |
| 5503.42 | 1 | 1.9% |
| 5577.09 | 1 | 1.9% |
| 5194.63 | 1 | 1.9% |
| 5397.16 | 1 | 1.9% |
| 5585.3 | 1 | 1.9% |
| 5941.32 | 1 | 1.9% |
| 6058.25 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 756.03 | 1 | |
| 842.27 | 1 | |
| 934.18 | 1 | |
| 1020.62 | 1 | |
| 1139.79 | 1 | |
| 1284.31 | 1 | |
| 1390.63 | 1 | |
| 1535.14 | 1 | |
| 1687.23 | 1 | |
| 1943.15 | 1 |
| Value | Count | Frequency (%) |
| 9456.1 | 1 | |
| 9252.35 | 1 | |
| 9226.45 | 1 | |
| 8640.92 | 1 | |
| 8606.99 | 1 | |
| 8568.46 | 1 | |
| 8369.43 | 1 | |
| 8252.69 | 1 | |
| 8222.35 | 1 | |
| 8195.56 | 1 |
Total
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5037.4187 |
| Minimum | 929.2 |
|---|---|
| Maximum | 9715.53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 929.2 |
|---|---|
| 5-th percentile | 1213.779 |
| Q1 | 2510.26 |
| median | 5131.64 |
| Q3 | 7310.6825 |
| 95-th percentile | 9321.3605 |
| Maximum | 9715.53 |
| Range | 8786.33 |
| Interquartile range (IQR) | 4800.4225 |
Descriptive statistics
| Standard deviation | 2773.4959 |
|---|---|
| Coefficient of variation (CV) | 0.55057879 |
| Kurtosis | -1.2813867 |
| Mean | 5037.4187 |
| Median Absolute Deviation (MAD) | 2611.96 |
| Skewness | 0.2240058 |
| Sum | 261945.77 |
| Variance | 7692279.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 929.2 | 1 | 1.9% |
| 1024.93 | 1 | 1.9% |
| 5587.54 | 1 | 1.9% |
| 5714.82 | 1 | 1.9% |
| 5908.77 | 1 | 1.9% |
| 5514.23 | 1 | 1.9% |
| 5781.25 | 1 | 1.9% |
| 5945.45 | 1 | 1.9% |
| 6338.2 | 1 | 1.9% |
| 6403.66 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 929.2 | 1 | |
| 1024.93 | 1 | |
| 1146.03 | 1 | |
| 1269.21 | 1 | |
| 1458.78 | 1 | |
| 1630.43 | 1 | |
| 1756.27 | 1 | |
| 1942 | 1 | |
| 2114.85 | 1 | |
| 2272.93 | 1 |
| Value | Count | Frequency (%) |
| 9715.53 | 1 | |
| 9707.27 | 1 | |
| 9651.19 | 1 | |
| 9051.5 | 1 | |
| 9036.99 | 1 | |
| 9028.15 | 1 | |
| 8720.63 | 1 | |
| 8716.35 | 1 | |
| 8697.63 | 1 | |
| 8597.92 | 1 |
| Year | Oil | Natural gas | Coal | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year | 1.000 | -0.099 | 0.732 | -0.503 | 0.152 | 0.998 | -0.167 | 0.405 | -0.286 | -0.491 | 0.137 | -0.645 | -0.818 | -0.451 | 0.558 | 0.544 | 0.997 | 0.996 |
| Oil | -0.099 | 1.000 | -0.393 | 0.542 | 0.752 | -0.097 | 0.464 | -0.009 | -0.400 | 0.429 | -0.071 | 0.343 | 0.646 | 0.404 | -0.643 | -0.536 | -0.094 | -0.082 |
| Natural gas | 0.732 | -0.393 | 1.000 | -0.584 | 0.706 | 0.705 | -0.368 | -0.426 | 0.300 | -0.027 | 0.424 | -0.336 | -0.728 | -0.885 | 0.118 | -0.079 | 0.703 | 0.714 |
| Coal | -0.503 | 0.542 | -0.584 | 1.000 | 0.247 | -0.506 | 0.527 | -0.159 | 0.107 | 0.146 | -0.236 | 0.699 | 0.695 | 0.547 | -0.510 | -0.615 | -0.506 | -0.483 |
| Total Primaries | 0.152 | 0.752 | 0.706 | 0.247 | 1.000 | 0.139 | -0.041 | -0.065 | -0.250 | 0.372 | 0.074 | 0.066 | -0.041 | 0.280 | 0.072 | -0.220 | 0.139 | 0.172 |
| Electricity | 0.998 | -0.097 | 0.705 | -0.506 | 0.139 | 1.000 | -0.084 | 0.403 | -0.286 | -0.491 | 0.186 | -0.650 | -0.814 | -0.458 | 0.473 | 0.519 | 0.999 | 0.997 |
| LPG | -0.167 | 0.464 | -0.368 | 0.527 | -0.041 | -0.084 | 1.000 | -0.414 | -0.300 | -0.622 | -0.451 | 0.054 | 0.488 | 0.200 | -0.515 | -0.770 | -0.084 | -0.128 |
| Gasoline/alcohol | 0.405 | -0.009 | -0.426 | -0.159 | -0.065 | 0.403 | -0.414 | 1.000 | 0.357 | 0.084 | -0.375 | -0.386 | -0.227 | -0.296 | -0.141 | 0.460 | 0.403 | 0.395 |
| Kerosene/jet fuel | -0.286 | -0.400 | 0.300 | 0.107 | -0.250 | -0.286 | -0.300 | 0.357 | 1.000 | -0.300 | 0.400 | 0.414 | 0.000 | 0.100 | 0.100 | 0.543 | -0.286 | -0.286 |
| Diesel oil | -0.491 | 0.429 | -0.027 | 0.146 | 0.372 | -0.491 | -0.622 | 0.084 | -0.300 | 1.000 | 0.577 | 0.381 | 0.007 | 0.321 | -0.493 | -0.049 | -0.491 | -0.491 |
| Fuel oil | 0.137 | -0.071 | 0.424 | -0.236 | 0.074 | 0.186 | -0.451 | -0.375 | 0.400 | 0.577 | 1.000 | -0.058 | -0.354 | -0.107 | -0.023 | 0.146 | 0.186 | 0.137 |
| Coke | -0.645 | 0.343 | -0.336 | 0.699 | 0.066 | -0.650 | 0.054 | -0.386 | 0.414 | 0.381 | -0.058 | 1.000 | 0.711 | 0.546 | -0.470 | -0.465 | -0.649 | -0.639 |
| Charcoal | -0.818 | 0.646 | -0.728 | 0.695 | -0.041 | -0.814 | 0.488 | -0.227 | 0.000 | 0.007 | -0.354 | 0.711 | 1.000 | 0.679 | -0.482 | -0.356 | -0.814 | -0.806 |
| Gases | -0.451 | 0.404 | -0.885 | 0.547 | 0.280 | -0.458 | 0.200 | -0.296 | 0.100 | 0.321 | -0.107 | 0.546 | 0.679 | 1.000 | -0.319 | 0.405 | -0.450 | -0.449 |
| Other secondary | 0.558 | -0.643 | 0.118 | -0.510 | 0.072 | 0.473 | -0.515 | -0.141 | 0.100 | -0.493 | -0.023 | -0.470 | -0.482 | -0.319 | 1.000 | 0.804 | 0.522 | 0.541 |
| Non-energy | 0.544 | -0.536 | -0.079 | -0.615 | -0.220 | 0.519 | -0.770 | 0.460 | 0.543 | -0.049 | 0.146 | -0.465 | -0.356 | 0.405 | 0.804 | 1.000 | 0.592 | 0.569 |
| Total Secundaries | 0.997 | -0.094 | 0.703 | -0.506 | 0.139 | 0.999 | -0.084 | 0.403 | -0.286 | -0.491 | 0.186 | -0.649 | -0.814 | -0.450 | 0.522 | 0.592 | 1.000 | 0.997 |
| Total | 0.996 | -0.082 | 0.714 | -0.483 | 0.172 | 0.997 | -0.128 | 0.395 | -0.286 | -0.491 | 0.137 | -0.639 | -0.806 | -0.449 | 0.541 | 0.569 | 0.997 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 899 | Year | Oil | Natural gas | Coal | Hydroenergy | Nuclear | Firewood | Sugarcane and products | Other Primary_x000d_ | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1970 | 127.54 | NaN | 45.63 | NaN | NaN | NaN | NaN | NaN | 173.17 | 520.44 | NaN | 6.27 | NaN | NaN | NaN | 33.80 | 176.93 | 18.59 | NaN | NaN | 756.03 | 929.20 |
| 2 | 1971 | 135.19 | NaN | 47.48 | NaN | NaN | NaN | NaN | NaN | 182.66 | 578.38 | NaN | 6.34 | NaN | NaN | NaN | 39.31 | 201.47 | 16.76 | NaN | NaN | 842.27 | 1024.93 |
| 3 | 1972 | 160.92 | NaN | 50.93 | NaN | NaN | NaN | NaN | NaN | 211.86 | 627.21 | NaN | 6.82 | NaN | NaN | NaN | 51.73 | 233.11 | 15.31 | NaN | NaN | 934.18 | 1146.03 |
| 4 | 1973 | 192.59 | NaN | 56.00 | NaN | NaN | NaN | NaN | NaN | 248.59 | 687.12 | NaN | 6.30 | NaN | NaN | NaN | 62.08 | 247.32 | 17.80 | NaN | NaN | 1020.62 | 1269.21 |
| 5 | 1974 | 205.61 | NaN | 113.38 | NaN | NaN | NaN | NaN | NaN | 318.99 | 721.68 | NaN | 5.78 | NaN | NaN | NaN | 74.49 | 308.66 | 29.18 | NaN | NaN | 1139.79 | 1458.78 |
| 6 | 1975 | 223.47 | NaN | 122.65 | NaN | NaN | NaN | NaN | NaN | 346.12 | 785.64 | NaN | 5.30 | NaN | NaN | NaN | 93.11 | 368.72 | 31.54 | NaN | NaN | 1284.31 | 1630.43 |
| 7 | 1976 | 237.53 | NaN | 128.11 | NaN | NaN | NaN | NaN | NaN | 365.64 | 928.69 | NaN | 6.30 | NaN | NaN | NaN | 96.56 | 334.49 | 24.59 | NaN | NaN | 1390.63 | 1756.27 |
| 8 | 1977 | 243.62 | NaN | 163.23 | NaN | NaN | NaN | NaN | NaN | 406.86 | 1035.89 | NaN | 13.27 | NaN | NaN | NaN | 115.18 | 340.31 | 30.50 | NaN | NaN | 1535.14 | 1942.00 |
| 9 | 1978 | 271.67 | NaN | 155.95 | NaN | NaN | NaN | NaN | NaN | 427.62 | 1165.95 | NaN | 22.16 | NaN | NaN | NaN | 120.01 | 348.05 | 31.05 | NaN | NaN | 1687.23 | 2114.85 |
| 10 | 1979 | 283.06 | NaN | 183.15 | NaN | NaN | NaN | NaN | NaN | 466.21 | 1349.14 | NaN | 56.13 | NaN | NaN | NaN | 135.19 | 410.05 | 29.36 | NaN | NaN | 1979.86 | 2446.07 |
| 899 | Year | Oil | Natural gas | Coal | Hydroenergy | Nuclear | Firewood | Sugarcane and products | Other Primary_x000d_ | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43 | 2012 | NaN | 335.26 | 11.66 | NaN | NaN | NaN | 0.0 | NaN | 346.92 | 8119.65 | NaN | 104.79 | NaN | NaN | NaN | 6.88 | 123.75 | NaN | 14.36 | NaN | 8369.43 | 8716.35 |
| 44 | 2013 | NaN | 402.35 | NaN | NaN | NaN | NaN | NaN | NaN | 402.35 | 8058.18 | NaN | 123.02 | NaN | NaN | NaN | NaN | NaN | NaN | 14.36 | NaN | 8195.56 | 8597.92 |
| 45 | 2014 | NaN | 457.25 | 10.68 | NaN | NaN | NaN | 0.0 | NaN | 467.94 | 8016.99 | NaN | 57.39 | NaN | NaN | NaN | 6.20 | 61.97 | NaN | 110.15 | NaN | 8252.69 | 8720.63 |
| 46 | 2015 | NaN | 463.29 | 11.99 | NaN | NaN | NaN | 0.0 | NaN | 475.28 | 8008.55 | NaN | 54.13 | NaN | NaN | NaN | 5.51 | 58.37 | NaN | 95.79 | NaN | 8222.35 | 8697.63 |
| 47 | 2016 | NaN | 385.56 | 10.51 | NaN | NaN | NaN | NaN | NaN | 396.07 | 8434.27 | NaN | 53.23 | NaN | NaN | NaN | 4.82 | 52.81 | NaN | 95.79 | NaN | 8640.92 | 9036.99 |
| 48 | 2017 | NaN | 384.32 | 60.19 | NaN | NaN | NaN | NaN | NaN | 444.51 | 8374.41 | NaN | 55.99 | NaN | NaN | NaN | 26.15 | 54.64 | NaN | 95.79 | NaN | 8606.99 | 9051.50 |
| 49 | 2018 | NaN | 386.98 | 72.71 | NaN | NaN | NaN | NaN | NaN | 459.69 | 8404.75 | NaN | 72.07 | NaN | NaN | NaN | 34.41 | 57.23 | NaN | NaN | NaN | 8568.46 | 9028.15 |
| 50 | 2019 | NaN | 398.41 | 56.52 | NaN | NaN | NaN | NaN | NaN | 454.92 | 9063.10 | NaN | 99.26 | NaN | NaN | NaN | 30.97 | 59.01 | NaN | NaN | NaN | 9252.35 | 9707.27 |
| 51 | 2020 | NaN | 406.85 | 17.90 | NaN | NaN | NaN | NaN | NaN | 424.75 | 9074.55 | NaN | 51.41 | NaN | NaN | NaN | 41.30 | 59.19 | NaN | NaN | NaN | 9226.45 | 9651.19 |
| 52 | 2021 | NaN | 241.54 | 17.90 | NaN | NaN | NaN | NaN | NaN | 259.43 | 9299.56 | NaN | 57.38 | NaN | NaN | NaN | 41.30 | 57.86 | NaN | NaN | NaN | 9456.10 | 9715.53 |